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Search results for r inverse probability weights
inverse-probability-weights
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6 search results found
Weightit
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89
WeightIt: an R package for propensity score weighting
Haldensify
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11
📦 R/haldensify: Highly Adaptive Lasso Conditional Density Estimation
Medoutcon
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10
📦 R/medoutcon: Efficient Causal Mediation Analysis with Natural and Interventional Direct/Indirect Effects
Medshift
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6
📦 🎲 R/medshift: Causal Mediation Analysis for Stochastic Interventions
Tmleworkshop
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6
Targeted maximum likelihood estimation (TMLE) enables the integration of machine learning approaches in comparative effectiveness studies. It is a doubly robust method, making use of both the outcome model and propensity score model to generate an unbiased estimate as long as at least one of the models is correctly specified.
Optweight
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5
R package for estimating balancing weights using optimization
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